Value of patient global assessment on evaluating disease activity in patients with axial spondyloarthritis
Bibliographic record
Abstract
Objective To explore the value of patient global assessment (PGA) on evaluating disease activity in patients with axial spondyloarthritis (SpA). Methods A total of 222 patients with axial SpA were recruited. Scores of PGA, disease activity index [Bath ankylosing spondylitis disease activity index (BASDAI), ankylosing spondylitis disease activity score (ASDAS)crp] and spondyloarthritis research consortium of Canada (SPARCC) were calculated. Differences of PGA scores between different disease activity groups in axial SpA were compared and correlations between different disease activity index with PGA scores were analyzed. Statistical analyses were performed using Statistical Product and Service Solutions (SPSS) software (version 17.0). Comparison of frequency among different groups was performed by χ2 test. Rank-sum test was used to compare the median of measurement data in different groups when the data were skewed in distribution. Cut-off value of PGA for assessing disease activity in axial SpA was calculated by ROC curve. Results Medians of PGA score in groups with BASDAI remission[3(1,4) vs 5(4,7)] and ASDAScrp remission [1(1,2) vs 4(2,5)] were lower than that in disease activity group (P<0.01). BASDAI scores [1.80(1.20, 2.90) vs 3.40(2.28, 4.63) vs 5.15(4.08, 5.88)] and ASDAScrp scores [2.19(1.34, 2.76) vs 2.86(2.08, 3.54) vs 4.08(2.96, 4.41)] were significant different among PGA groups (≤3, 4-6 and ≥7) (P<0.01). Differences of SPARCC scores [6.00(0, 18.00) vs 7.50(3.75, 18.00) vs 18.50(6.75, 24.50)] were statistically significant among PGA groups (Z=7.427, P=0.037). Erythrocyte sedimentation rate (ESR) [12.00(5.00, 23.00) mm/1 h vs 19.50(7.00, 44.50) mm/1 h vs 18.00(7.75, 54.75) mm/1 h], C-reactive protein (CRP) [7.85(2.37, 22.49) mg/L vs 10.07(3.02, 28.51) mg/L vs 21.28(7.14, 37.74) mg/L] and Bath ankylosing spondylitis functional index (BASFI) [0.70(0.10, 1.30) vs 2.25(0.60, 3.30) vs 2.85(0.83, 6.53)] were also different among PGA groups (P<0.01, separately). Proportion of axial SpA patients in BASDAI disease activity group or ASDAScrp higher disease activity group were different among PGA groups (P<0.01, separately), while represented as positive correlations (P<0.01, separately). Correlation analyses revealed that PGA was positively correlated with ASDAScrp (r=0.694), BASDAI(r=0.616), SPARCC (r=0.271), ESR (r=0.288), CRP(r=0.215), occipital wall distance (r=0.196), finger-floor distance (r=0.385) and negatively correlated with Sschober's test (r=-0.195) (P<0.05). Receiver operator characteristic (ROC) curve analysis found that PGA-BASDAI AUC was 0.813, the cut off value of PGA was 3.5 and PGA-ASDAScrp AUC was 0.860, the cut off value of PGA was 2.5. Conclusion PGA has good correlations with the disease activity indexes in axial SpA patients. It can also reflect the degree of inflammation in iconography. PGA may reflect disease activity especially when the value of PGA is around 3. Key words: Axial Spondyloarthritis; Disease activity; Patient global assessment
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".